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Christoffersen M. The case for a primary social drive: Revisiting definitions for primary drives. Acta Psychol (Amst) 2025; 254:104696. [PMID: 39919341 DOI: 10.1016/j.actpsy.2025.104696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 12/31/2024] [Accepted: 01/06/2025] [Indexed: 02/09/2025] Open
Abstract
This paper analyzes the social drive, from the shared foundation of behavioral psychology, ethology, and attachment theory. It explores how the social drive has been considered a secondary or acquired drive and identifies the original advocates for this perspective, while outlining their prerequisites for primary drives. This provides a framework for empirical investigation which include 1) having a physiological component, 2) survival value for the species, 3) not relying on pairing with other primary reinforcers, and 4) displaying covariation with behavior based on satiation and deprivation. The paper gradually moves from older studies to modern ones, demonstrating that the social drive fulfills all criteria, by utilizing older empirical studies on isolation, bad rearing, neonatal social reinforceability, as well as modern research on social deprivation/satiation and loneliness. The paper concludes by discussing the implications of this reclassification on existing psychological theories, and its potential to influence future psychotherapeutic treatments.
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Affiliation(s)
- Morten Christoffersen
- Department of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark.
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2
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Ruberto T, Swaney WT, Reddon AR. Submissive behavior is affected by territory structure in a social fish. Curr Zool 2024; 70:803-809. [PMID: 39678816 PMCID: PMC11634681 DOI: 10.1093/cz/zoae014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 03/25/2024] [Indexed: 12/17/2024] Open
Abstract
Group living may engender conflict over food, reproduction, or other resources and individuals must be able to manage conflict for social groups to persist. Submission signals are an adaptation for establishing and maintaining social hierarchy position, allowing a subordinate individual to avoid protracted and costly aggressive interactions with dominant individuals. In the daffodil cichlid fish (Neolamprologus pulcher), subordinates may use submission signals to resolve conflicts with dominant individuals and maintain their social status within the group. The complexity of the physical environment may affect the value of submission signals compared with fleeing or avoidance, which may require certain physical features such as shelters to be effective. We investigated how the ecological context affected the expression of submission in subordinate daffodil cichlids by examining their behavior under different arrangements of the physical environment within their territories. We altered the number of shelters provided to daffodil cichlid groups and compared the interactions between dominant and subordinate individuals under each shelter condition by scoring the social and cooperative behaviors of the group members. We found that behaviors of group members were modulated by the environment: subordinates displayed fewer submission and fleeing behaviors in more structurally complex environments and dominants were more aggressive to subordinates when more shelters were present. Our results help to elucidate the role of the physical environment in the modulation of social interactions in group-living animals and may have implications for the welfare of captively housed social cichlid groups.
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Affiliation(s)
- Tommaso Ruberto
- School of Biological and Environmental Sciences, Liverpool John Moores University, 3 Byrom Street, Liverpool L3 3AF, UK
| | - William T Swaney
- School of Biological and Environmental Sciences, Liverpool John Moores University, 3 Byrom Street, Liverpool L3 3AF, UK
| | - Adam R Reddon
- School of Biological and Environmental Sciences, Liverpool John Moores University, 3 Byrom Street, Liverpool L3 3AF, UK
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3
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Meng J, Diao C, Cui Z, Li Z, Zhao J, Zhang H, Hu M, Xu J, Jiang Y, Haider G, Yang D, Shan S, Chen H. Unravelling the influence of microplastics with/without additives on radish (Raphanus sativus) and microbiota in two agricultural soils differing in pH. JOURNAL OF HAZARDOUS MATERIALS 2024; 478:135535. [PMID: 39153301 DOI: 10.1016/j.jhazmat.2024.135535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 08/12/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
Here we investigated the effects of three types of microplastics (MPs), i.e., PS (P), ABS (B), PVC (V), and each with additive (MPAs) (PA, BA, and VA), on soil health, microbial community, and plant growth in two acidic and slightly alkaline soils. Incubation experiment revealed that although MPs and MPAs consistently stimulated soil nutrients and heavy metals (e.g., Mn, Cu) in weakly alkaline soils, only BA and VA led to increase in soil nutrients and heavy metals in acidic soils. This suggests distinct response patterns in the two soils depending on their initial pH. Concerning microorganisms, MPs and MPAs reduced the assembly degree of bacteria in acidic soils, with a reduction of Chloroflexi and Acidobacteriota but an increase of WPS-2 in VA. Culture experiment showed consistent positive or negative responses in radish seed germination, roots, and antioxidant activity across MPs and MPAs types in both soils, while the responses of seed heavy metals (e.g., Cr, Cd) were consistent in acidic soils but dependent on MPs and MPAs types in alkaline soils. Therefore, our study strongly suggests that the effects of MPs on soil-microbial-plant systems were highly dependent on initial soil characteristics and the types of MPs with plastic additives.
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Affiliation(s)
- Jun Meng
- Key Laboratory of Recycling and Eco-Treatment of Waste Biomass of Zhejiang Province, School of Environment and Natural Resources, Zhejiang University of Science and Technology, Hangzhou 310023, China
| | - Chengmei Diao
- Key Laboratory of Recycling and Eco-Treatment of Waste Biomass of Zhejiang Province, School of Environment and Natural Resources, Zhejiang University of Science and Technology, Hangzhou 310023, China
| | - Zhonghua Cui
- Key Laboratory of Recycling and Eco-Treatment of Waste Biomass of Zhejiang Province, School of Environment and Natural Resources, Zhejiang University of Science and Technology, Hangzhou 310023, China
| | - Zhangtao Li
- Key Laboratory of Recycling and Eco-Treatment of Waste Biomass of Zhejiang Province, School of Environment and Natural Resources, Zhejiang University of Science and Technology, Hangzhou 310023, China
| | - Jiayi Zhao
- State Key Laboratory of Biocontrol, School of Ecology, Shenzhen Campus of Sun Yat-sen University, Shenzhen 518107, China.
| | - Haibo Zhang
- School of Environment and Resources, Zhejiang A&F Forestry University, Hangzhou 311300, China
| | - Minjun Hu
- Agricultural Technology Extension Center, Agriculture and Rural Affairs Bureau of Fuyang District, Hangzhou 311499, China
| | - Jun Xu
- Agricultural Technology Extension Center, Agriculture and Rural Affairs Bureau of Fuyang District, Hangzhou 311499, China
| | - Yugen Jiang
- Agricultural Technology Extension Center, Agriculture and Rural Affairs Bureau of Fuyang District, Hangzhou 311499, China
| | - Ghulam Haider
- Atta-ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, Pakistan
| | - Dong Yang
- Quality and Fertilizer Administration Bureau of Zhejiang Province, Hangzhou 310020, China
| | - Shengdao Shan
- Key Laboratory of Recycling and Eco-Treatment of Waste Biomass of Zhejiang Province, School of Environment and Natural Resources, Zhejiang University of Science and Technology, Hangzhou 310023, China
| | - Huaihai Chen
- State Key Laboratory of Biocontrol, School of Ecology, Shenzhen Campus of Sun Yat-sen University, Shenzhen 518107, China.
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Frère CH, Class B, Potvin DA, Ilany A. Social inheritance of avoidances shapes the structure of animal social networks. Behav Ecol 2024; 35:arad088. [PMID: 38193013 PMCID: PMC10773302 DOI: 10.1093/beheco/arad088] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 07/02/2023] [Accepted: 10/08/2023] [Indexed: 01/10/2024] Open
Abstract
Social structure can have significant effects on selection, affecting both individual fitness traits and population-level processes. As such, research into its dynamics and evolution has spiked in the last decade, where theoretical and computational advances in social network analysis have increased our understanding of its ecological and inheritance underpinnings. Yet, the processes that shape the formation of structure within social networks are poorly understood and the role of social avoidances unknown. Social avoidances are an alternate of social affiliation in animal societies, which, although invisible, likely play a role in shaping animal social networks. Assuming social avoidances evolve under similar constraints as affiliative behavior, we extended a previous model of social inheritance of affiliations to investigate the impact of social inheritance of avoidances on social network structure. We modeled avoidances as relationships that individuals can copy from their mothers or from their mother's social environment and varied the degrees to which individuals inherit social affiliates and avoidances to test their combined influence on social network structure. We found that inheriting avoidances via maternal social environments made social networks less dense and more modular, thereby demonstrating how social avoidance can shape the evolution of animal social networks.
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Affiliation(s)
- Celine H Frère
- School of the Environment, University of Queensland, St. Lucia, QLD 4072, Australia
| | - Barbara Class
- School of Science, Technology and Engineering, University of the Sunshine Coast, Petrie, QLD 4502, Australia
- Department of Biology, Ludwig-Maximilians-Universität München, Großhaderner Straße 2, 82152 Planegg-Martinsried, Munich, Germany
| | - Dominique A Potvin
- School of Science, Technology and Engineering, University of the Sunshine Coast, Petrie, QLD 4502, Australia
| | - Amiyaal Ilany
- Faculty of Life Sciences, Bar-Ilan University, Ramat Gan 590002, Israel
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5
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Xie X, He Z, Wang Q, Yang Y. Diversity, composition and ecological networks of bacterial communities in response to a full cultivation cycle of the seaweed, Gracilariopsis lemaneiformis. ENVIRONMENTAL RESEARCH 2024; 240:117453. [PMID: 37863165 DOI: 10.1016/j.envres.2023.117453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/17/2023] [Accepted: 10/17/2023] [Indexed: 10/22/2023]
Abstract
Cultivation of the seaweed, Gracilariopsis lemaneiformis, supports environmental bioremediation and the aquaculture economy in coastal ecosystems, and microorganisms play important roles during the cultivation process. In this study, we aimed to understand the response of bacterial communities through a full cultivation cycle of G. lemaneiformis. We analyzed the bacterial communities using 16S rRNA gene amplicon sequencing and defined the environmental factors of 144 water samples from the Nan'ao Island, South China Sea. Community diversity, keystone species and ecological networks of bacterial communities shifted markedly in the cultivation zone largely due to changes in the environmental factors, seaweed biomass and cultivation stages. The bacterial communities at the seaweed zone have lower species richness, more seaweed-associated taxa and simpler but more stable co-occurrence networks compared to the control zone. Persistent microbial groups such as Aquimarina, Formosa, Glaciecola and Marinobacter exhibited a strong association with seaweed during the growth and maturity stages. We describe a conceptual model to summarize the changes in the bacterial community composition, its diversity and the ecological networks in seaweed cultivation zone. Overall, this study provides new perspectives on the dynamic interaction of seaweed cultivation, bacterial communities and environment factors and their potential ecosystem services as observed in the example of the G. lemaneiformis cultivation ecosystem.
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Affiliation(s)
- Xinfei Xie
- School of Life Science, Huizhou University, Huizhou, 516007, China; Institute of Hydrobiology, Key Laboratory of Philosophy and Social Science in Guangdong Province, Jinan University, Guangzhou, 510632, China
| | - Zhili He
- Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, 519080, China.
| | - Qing Wang
- Institute of Hydrobiology, Key Laboratory of Philosophy and Social Science in Guangdong Province, Jinan University, Guangzhou, 510632, China
| | - Yufeng Yang
- Institute of Hydrobiology, Key Laboratory of Philosophy and Social Science in Guangdong Province, Jinan University, Guangzhou, 510632, China; Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, 519080, China.
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Yang X, Liu L, Liu X, Xie S, Feng J, Lv J. The responding mechanism of indigenous bacteria in municipal wastewater inoculated with different concentrations of exogenous microalgae. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 345:118547. [PMID: 37433233 DOI: 10.1016/j.jenvman.2023.118547] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/24/2023] [Accepted: 06/27/2023] [Indexed: 07/13/2023]
Abstract
Indigenous bacteria popularly exist in real wastewater. Therefore, the potential interaction between bacteria and microalgae is inevitable in microalgae-based wastewater treatment systems. It is likely to affect the performance of systems. Accordingly, the characteristics of indigenous bacteria is worth serious concerning. Here we investigated the response of indigenous bacterial communities to variant inoculum concentrations of Chlorococcum sp. GD in municipal wastewater treatment systems. The removal efficiency of COD, ammonium and total phosphorus were 92.50%-95.55%, 98.00%-98.69%, and 67.80%-84.72%, respectively. The bacterial community responded differently to different microalgal inoculum concentrations, which was mainly affected by microalgal number, ammonium and nitrate. Besides, there were differential co-occurrence patterns and carbon and nitrogen metabolic function of indigenous bacterial communities. All these results indicated that bacterial communities responded significantly to environmental changes caused by the change of microalgal inoculum concentrations. The response of bacterial communities to different microalgal inoculum concentrations was beneficial for forming a stable symbiotic community of both microalgae and bacteria to remove pollutants in wastewater.
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Affiliation(s)
- Xinyue Yang
- School of Life Science, Shanxi University, Taiyuan, 030006, China
| | - Linping Liu
- School of Life Science, Shanxi University, Taiyuan, 030006, China
| | - Xudong Liu
- School of Life Science, Shanxi University, Taiyuan, 030006, China
| | - Shulian Xie
- School of Life Science, Shanxi University, Taiyuan, 030006, China
| | - Jia Feng
- School of Life Science, Shanxi University, Taiyuan, 030006, China.
| | - Junping Lv
- School of Life Science, Shanxi University, Taiyuan, 030006, China.
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Mauri D, Bonelli S, Ozella L. The "Second Life" of laboratory rats ( Rattus norvegicus): Assessment of social behavior of a colony of rats based on social network analysis. J APPL ANIM WELF SCI 2023; 26:693-707. [PMID: 36217647 DOI: 10.1080/10888705.2022.2132826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Rattus norvegicus is a social animal and holds a significant economic value, considering its use in scientific research. Here, we use the Social Network Analysis (SNA) approach to study the social interactions of a group of rats held in a post-laboratory animal care facility. We collected interaction data during four study periods, for a total of 60 days. At the group level, rats presented two communities for each study period, consisting mainly of littermates. At individual level, we found that the rats preferred to interact with individuals of the same strain and laboratory of origin and with littermates. At temporal level, we studied how stable social interactions were over time. During the first study period, we found high social stability, whereas the introduction of new individuals in the subsequent period caused social rearrangements; however, the initial social stability was restored. Our findings have shown that studying the social behavior of rats using SNA is a valuable tool for advancing our understanding of the social system of this species, which has the potential to enhance management and welfare practices.
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Affiliation(s)
- Diana Mauri
- Department of Life Sciences and Systems Biology, University of Turin, Turin, Italy
- "La Collina dei Conigli" non-profit Organization, Monza, Italy
| | - Simona Bonelli
- Department of Life Sciences and Systems Biology, University of Turin, Turin, Italy
| | - Laura Ozella
- Department of Veterinary Sciences, University of Turin, Turin, Italy
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Monk CT, Aslak U, Brockmann D, Arlinghaus R. Rhythm of relationships in a social fish over the course of a full year in the wild. MOVEMENT ECOLOGY 2023; 11:56. [PMID: 37710318 PMCID: PMC10502983 DOI: 10.1186/s40462-023-00410-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 07/06/2023] [Indexed: 09/16/2023]
Abstract
BACKGROUND Animals are expected to adjust their social behaviour to cope with challenges in their environment. Therefore, for fish populations in temperate regions with seasonal and daily environmental oscillations, characteristic rhythms of social relationships should be pronounced. To date, most research concerning fish social networks and biorhythms has occurred in artificial laboratory environments or over confined temporal scales of days to weeks. Little is known about the social networks of wild, freely roaming fish, including how seasonal and diurnal rhythms modulate social networks over the course of a full year. The advent of high-resolution acoustic telemetry enables us to quantify detailed social interactions in the wild over time-scales sufficient to examine seasonal rhythms at whole-ecosystems scales. Our objective was to explore the rhythms of social interactions in a social fish population at various time-scales over one full year in the wild by examining high-resolution snapshots of a dynamic social network. METHODS To that end, we tracked the behaviour of 36 adult common carp, Cyprinus carpio, in a 25 ha lake and constructed temporal social networks among individuals across various time-scales, where social interactions were defined by proximity. We compared the network structure to a temporally shuffled null model to examine the importance of social attraction, and checked for persistent characteristic groups over time. RESULTS The clustering within the carp social network tended to be more pronounced during daytime than nighttime throughout the year. Social attraction, particularly during daytime, was a key driver for interactions. Shoaling behavior substantially increased during daytime in the wintertime, whereas in summer carp interacted less frequently, but the interaction duration increased. Therefore, smaller, characteristic groups were more common in the summer months and during nighttime, where the social memory of carp lasted up to two weeks. CONCLUSIONS We conclude that social relationships of carp change diurnally and seasonally. These patterns were likely driven by predator avoidance, seasonal shifts in lake temperature, visibility, forage availability and the presence of anoxic zones. The techniques we employed can be applied generally to high-resolution biotelemetry data to reveal social structures across other fish species at ecologically realistic scales.
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Affiliation(s)
- Christopher T Monk
- Marine Evolutionary Ecology, GEOMAR Helmholtz Centre for Ocean Research Kiel, Düsternbrooker Weg 20, Kiel, 24105, Germany.
- Department of Fish Biology, Fisheries and Aquaculture, Leibniz Institute of Freshwater Ecology and Inland Fisheries, Müggelseedamm 310, Berlin, 12587, Germany.
| | - Ulf Aslak
- DTU Compute, Technical University of Denmark, Lyngby, DK-2800 Kgs.., Denmark
| | - Dirk Brockmann
- Robert Koch-Institute, Nordufer 20, Berlin, D-13353, Germany
- Institute for Theoretical Biology and Integrative Research Institute for the Life Sciences, Humboldt Universität zu Berlin, Berlin, Germany
| | - Robert Arlinghaus
- Department of Fish Biology, Fisheries and Aquaculture, Leibniz Institute of Freshwater Ecology and Inland Fisheries, Müggelseedamm 310, Berlin, 12587, Germany
- Integrative Research Institute on Transformations of Human-Environmental Systems, Humboldt-Universität zu Berlin, Invalidenstrasse 42, Berlin, 10115, Germany
- Division of Integrative Fisheries Management, Department of Crop and Animal Sciences, Faculty of Life Science, Humboldt-Universität zu Berlin, Invalidenstrasse 42, Berlin, 10115, Germany
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Guo M, Yang G, Meng X, Zhang T, Li C, Bai S, Zhao X. Illuminating plant-microbe interaction: How photoperiod affects rhizosphere and pollutant removal in constructed wetland? ENVIRONMENT INTERNATIONAL 2023; 179:108144. [PMID: 37586276 DOI: 10.1016/j.envint.2023.108144] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 07/18/2023] [Accepted: 08/11/2023] [Indexed: 08/18/2023]
Abstract
Rhizosphere is a crucial area in comprehending the interaction between plants and microorganisms in constructed wetlands (CWs). However, influence of photoperiod, a key factor that regulates photosynthesis and rhizosphere microbial activity, remains largely unknown. This study investigated the effect of photoperiod (9, 12, 15 h/day) on pollutant removal and underlying mechanisms. Results showed that 15-hour photoperiod treatment exhibited the highest removal efficiencies for COD (87.26%), TN (63.32%), and NO3--N (97.79%). This treatment enhanced photosynthetic pigmentation and root activity, which increased transport of oxygen and soluble organic carbon to rhizosphere, thus promoting microbial nitrification and denitrification. Microbial community analysis revealed a more stable co-occurrence network due to increased complexity and aggregation in the 15-hour photoperiod treatment. Phaselicystis was identified as a key connector, which was responsible for transferring necessary carbon sources, ATP, and electron donors that supported and optimized nitrogen metabolism in the CWs. Structural equation model analysis emphasized the importance of plant-microbe interactions in pollutant removal through increased substance, information, and energy exchange. These findings offer valuable insights for CWs design and operation in various latitudes and rural areas for small-scale decentralized systems.
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Affiliation(s)
- Mengran Guo
- College of Resource and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Genji Yang
- College of Resource and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Xiangwei Meng
- College of Resource and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Tuoshi Zhang
- College of Resource and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Chunyan Li
- College of Resource and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Shunwen Bai
- School of Environment, State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China
| | - Xinyue Zhao
- College of Resource and Environment, Northeast Agricultural University, Harbin 150030, China.
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Kao AB, Hund AK, Santos FP, Young JG, Bhat D, Garland J, Oomen RA, McCreery HF. Opposing Responses to Scarcity Emerge from Functionally Unique Sociality Drivers. Am Nat 2023; 202:302-321. [PMID: 37606948 DOI: 10.1086/725426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
AbstractFrom biofilms to whale pods, organisms across taxa live in groups, thereby accruing numerous diverse benefits of sociality. All social organisms, however, pay the inherent cost of increased resource competition. One expects that when resources become scarce, this cost will increase, causing group sizes to decrease. Indeed, this occurs in some species, but there are also species for which group sizes remain stable or even increase under scarcity. What accounts for these opposing responses? We present a conceptual framework, literature review, and theoretical model demonstrating that differing responses to sudden resource shifts can be explained by which sociality benefit exerts the strongest selection pressure on a particular species. We categorize resource-related benefits of sociality into six functionally distinct classes and model their effect on the survival of individuals foraging in groups under different resource conditions. We find that whether, and to what degree, the optimal group size (or correlates thereof) increases, decreases, or remains constant when resource abundance declines depends strongly on the dominant sociality mechanism. Existing data, although limited, support our model predictions. Overall, we show that across a wide diversity of taxa, differences in how group size shifts in response to resource declines can be driven by differences in the primary benefits of sociality.
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11
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Li Q, Fei HL, Luo ZH, Gao SM, Wang PD, Lan LY, Zhao XF, Huang LN, Fan PF. Gut microbiome responds compositionally and functionally to the seasonal diet variations in wild gibbons. NPJ Biofilms Microbiomes 2023; 9:21. [PMID: 37085482 PMCID: PMC10121652 DOI: 10.1038/s41522-023-00388-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 04/11/2023] [Indexed: 04/23/2023] Open
Abstract
Wild animals may encounter multiple challenges especially food shortage and altered diet composition in their suboptimal ranges. Yet, how the gut microbiome responds to dietary changes remains poorly understood. Prior studies on wild animal microbiomes have typically leaned upon relatively coarse dietary records and individually unresolved fecal samples. Here, we conducted a longitudinal study integrating 514 time-series individually recognized fecal samples with parallel fine-grained dietary data from two Skywalker hoolock gibbon (Hoolock tianxing) groups populating high-altitude mountainous forests in western Yunnan Province, China. 16S rRNA gene amplicon sequencing showed a remarkable seasonal fluctuation in the gibbons' gut microbial community structure both across individuals and between the social groups, especially driven by the relative abundances of Lanchnospiraceae and Oscillospiraceae associated with fluctuating consumption of leaf. Metagenomic functional profiling revealed that diverse metabolisms associated with cellulose degradation and short-chain fatty acids (SCFAs) production were enriched in the high-leaf periods possibly to compensate for energy intake. Genome-resolved metagenomics further enabled the resolving metabolic capacities associated with carbohydrate breakdown among community members which exhibited a high degree of functional redundancy. Our results highlight a taxonomically and functionally sensitive gut microbiome actively responding to the seasonally shifting diet, facilitating the survival and reproduction of the endangered gibbon species in their suboptimal habitats.
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Affiliation(s)
- Qi Li
- School of Life Sciences, Sun Yat-sen University, 510275, Guangzhou, P.R. China
| | - Han-Lan Fei
- School of Life Sciences, Sun Yat-sen University, 510275, Guangzhou, P.R. China
- College of Life Science, China West Normal University, 637002, Nanchong, P.R. China
| | - Zhen-Hao Luo
- School of Life Sciences, Sun Yat-sen University, 510275, Guangzhou, P.R. China
| | - Shao-Ming Gao
- School of Life Sciences, Sun Yat-sen University, 510275, Guangzhou, P.R. China
| | - Pan-Deng Wang
- School of Ecology, Shenzhen Campus of Sun Yat-sen University, 518107, Shenzhen, P.R. China
| | - Li-Ying Lan
- School of Life Sciences, Sun Yat-sen University, 510275, Guangzhou, P.R. China
| | - Xin-Feng Zhao
- School of Life Sciences, South China Normal University, 510631, Guangzhou, P.R. China
| | - Li-Nan Huang
- School of Life Sciences, Sun Yat-sen University, 510275, Guangzhou, P.R. China.
| | - Peng-Fei Fan
- School of Life Sciences, Sun Yat-sen University, 510275, Guangzhou, P.R. China.
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12
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Bonnell TR, Vilette C, Henzi SP, Barrett L. Network reaction norms: taking account of network position and plasticity in response to environmental change. Behav Ecol Sociobiol 2023. [DOI: 10.1007/s00265-023-03300-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
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13
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Pfaff A, Prox L, Fichtel C, Kappeler PM. Who cares? Behavioural consequences of social disruptions in redfronted lemurs, Eulemur rufifrons. Anim Behav 2023. [DOI: 10.1016/j.anbehav.2022.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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14
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Mazué F, Guerbois C, Fritz H, Rebout N, Petit O. Less bins, less baboons: reducing access to anthropogenic food effectively decreases the urban foraging behavior of a troop of chacma baboons (Papio hamadryas ursinus) in a peri-urban area. Primates 2023; 64:91-103. [PMID: 36436178 DOI: 10.1007/s10329-022-01032-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 10/21/2022] [Indexed: 11/29/2022]
Abstract
In South Africa, chacma baboons (Papio hamadryas ursinus) living near peri-urban areas may forage on anthropogenic food. Baboons have been recorded to damage crops, scatter waste from trash bins, and damage homes. A number of methods have been tested over the past 20 years to solve these problems, but none proved successful over the long-term or involved considerable costs. An efficient management system requires a detailed knowledge of how baboon troops proceed and organize during these urban foraging actions. This study examines the response of a troop of baboons to an experimental reduction of anthropogenic food sources in a peri-urban environment, the George campus of Nelson Mandela University (SA). We gradually suppressed access to waste food in trash cans, reducing the amount of anthropogenic food available. This change in food availability led baboons to modify their urban foraging strategy. They compensated for the lack of anthropogenic food by spending more time foraging on natural food and less time in urban areas. However, the troop still exploited waste-free areas during the experiment and even more when the conditions were normal again. Overall, these results show the ability of baboons to adapt to changes in anthropogenic food availability but also that they are highly dependent on this type of resource. Limiting its access is a mitigation strategy that humans must absolutely develop for reaching a high level of coexistence with baboons.
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Affiliation(s)
- Frédéric Mazué
- Sustainability Research Unit, Nelson Mandela University, George, South Africa
| | - Chloé Guerbois
- Sustainability Research Unit, Nelson Mandela University, George, South Africa.,REHABS, CNRS-UCBL-NMU, International Research Laboratory, Nelson Mandela University, George, South Africa
| | - Hervé Fritz
- Sustainability Research Unit, Nelson Mandela University, George, South Africa.,REHABS, CNRS-UCBL-NMU, International Research Laboratory, Nelson Mandela University, George, South Africa
| | | | - Odile Petit
- REHABS, CNRS-UCBL-NMU, International Research Laboratory, Nelson Mandela University, George, South Africa. .,UMR PRC, CNRS, Université de Tours, 37380, Nouzilly, France.
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15
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Bordes CNM, Beukeboom R, Goll Y, Koren L, Ilany A. High-resolution tracking of hyrax social interactions highlights nighttime drivers of animal sociality. Commun Biol 2022; 5:1378. [PMID: 36522486 PMCID: PMC9755157 DOI: 10.1038/s42003-022-04317-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 11/29/2022] [Indexed: 12/23/2022] Open
Abstract
Network structure is a key driver of animal fitness, pathogen transmission, information spread, and population demographics in the wild. Although a considerable body of research applied network analysis to animal societies, only little effort has been devoted to separate daytime and nighttime sociality and explicitly test working hypotheses on social structures emerging at night. Here, we investigated the nighttime sociality of a wild population of rock hyraxes (Procavia capensis) and its relation to daytime social structure. We recorded nearly 15,000 encounters over 27 consecutive days and nights using proximity loggers. Overall, we show that hyraxes are more selective of their social affiliates at night compared to daytime. We also show that hyraxes maintain their overall network topology while reallocating the weights of social relationships at the daily and monthly scales, which could help hyraxes maintain their social structure over long periods while adapting to local constraints and generate complex social dynamics. These results suggest that complex network dynamics can be a by-product of simple daily social tactics and do not require high cognitive abilities. Our work sheds light on the function of nighttime social interactions in diurnal social species.
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Affiliation(s)
- Camille N. M. Bordes
- grid.22098.310000 0004 1937 0503Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
| | - Rosanne Beukeboom
- grid.22098.310000 0004 1937 0503Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
| | - Yael Goll
- grid.12136.370000 0004 1937 0546School of Zoology, Tel Aviv University, Tel Aviv, Israel
| | - Lee Koren
- grid.22098.310000 0004 1937 0503Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
| | - Amiyaal Ilany
- grid.22098.310000 0004 1937 0503Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
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16
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The study of aggression and affiliation motifs in bottlenose dolphins' social networks. Sci Rep 2022; 12:19672. [PMID: 36385112 PMCID: PMC9668813 DOI: 10.1038/s41598-022-22071-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 10/10/2022] [Indexed: 11/17/2022] Open
Abstract
Networks in biology have provided a powerful tool to describe and study very complex biological processes and systems such as animal societies. Social network analysis allows us to assess different processes occurring in animal groups. In the current study, we use this approach to investigate how conflict dynamics and post-conflict interactions shape the social networks of groups of captive bottlenose dolphins. We first examined temporal changes and aggression-affiliation motifs in the observed dolphins' network structure. Using the results of the previous analysis, we built two models that simulate the dynamics of aggression and affiliation in a small dolphin group. The first model is based only on the observed statistics of interactions, whereas the second includes post conflict memory effects as well. We found that the resulting social networks and their most common motifs matched the association patterns observed in wild and captive dolphins. Furthermore, the model with memory was able to capture the observed dynamics of this group of dolphins. Thus, our models suggest the presence and influence of post-conflict behaviors on the structure of captive dolphins' social networks. Therefore, the network approach reveals as an effective method to define animal social networks and study animal sociality. Finally, this approach can have important applications in the management of animal populations in captive settings.
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17
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Social responses to the natural loss of individuals in Barbary macaques. Mamm Biol 2022. [DOI: 10.1007/s42991-022-00283-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
AbstractIn recent years, there has been considerable interest in investigating how animal social structure is affected by the loss of individuals. This is often achieved using simulations that generate predictions regarding how the removal of ‘key’ individuals from a group affects network structure. However, little is known about the effects of such removals in wild and free-ranging populations, particularly the extent to which naturally occurring mortality events and the loss of a large proportion of individuals from a social group affects the overall structure of a social network. Here, we used data from a population of wild Barbary macaques (Macaca sylvanus) that was exposed to an exceptionally harsh winter, culminating in the death of 64% of the adults from two groups. We analysed how social interaction patterns among surviving individuals were affected by the natural loss of group members using social networks based on affiliative (i.e., grooming) and aggressive social interactions. We show that only the structure of the pre-decline grooming networks was conserved in the post-decline networks, suggesting that grooming, but not aggression networks are resilient against the loss of group members. Surviving group members were not significantly different from the non-survivors in terms of their affiliative and agonistic relationships, and did not form assorted communities in the pre-decline networks. Overall, our results suggest that in primates, patterns of affiliative interactions are more resilient to changes in group composition than aggressive interaction patterns, which tend to be used more flexibly in new conditions.
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18
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Nord C, Bonnell T, Roth D, Clarke M, Dostie M, Henzi P, Barrett L. Fear of missing out? Personality and plasticity in food neophilia by wild vervet monkeys, Chlorocebus pygerythrus. Anim Behav 2022. [DOI: 10.1016/j.anbehav.2022.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
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19
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Li C, Bo H, Song B, Chen X, Cao Q, Yang R, Ji S, Wang L, Liu J. Reshaping of the soil microbiome by the expansion of invasive plants: shifts in structure, diversity, co-occurrence, niche breadth, and assembly processes. PLANT AND SOIL 2022; 477:629-646. [DOI: 10.1007/s11104-022-05445-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 04/12/2022] [Indexed: 06/14/2024]
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20
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Saldaña-Sánchez AA, Schaffner CM, Smith-Aguilar S, Aureli F. Not just females: the socio-ecology of social interactions between spider monkey males. Proc Biol Sci 2022; 289:20212808. [PMID: 35858053 PMCID: PMC9257287 DOI: 10.1098/rspb.2021.2808] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Male-male relationships are mostly characterized by competition. However, males also cooperate with one another if socio-ecological conditions are suitable. Due to their male philopatry, the need for cooperation in home range defence and high degree of fission-fusion dynamics, spider monkeys provide an opportunity to investigate how male-male interactions are associated with socio-ecological factors, such as the presence of potentially receptive females, the degree of food availability and the likelihood of home range defence. We tested predictions about changes in social interactions between wild spider monkey males in relation to these factors. First, males did not change their interaction patterns when potentially receptive females were in the subgroup compared to when they were absent. Second, males tended to be less tolerant of one another when feeding, but spent more time grooming, in contact and proximity with one another when food availability was lower than when it was higher. Third, males exchanged fewer embraces, spent less time grooming, in proximity and in contact with one another, and spent more time vigilant at the home range boundary area than at other locations. Our findings contribute to the understanding of social flexibility and the importance of considering males in socio-ecological models of any group-living species.
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Affiliation(s)
| | - Colleen M. Schaffner
- Instituto de Neuroetología, Universidad Veracruzana, Xalapa, Mexico,Psychology Department, School of Humanities and Social Sciences, Adam State University, Alamosa, CO, USA
| | - Sandra Smith-Aguilar
- Instituto de Investigaciones Sociológicas, Universidad Autónoma Benito Juárez de Oaxaca, Oaxaca, Mexico
| | - Filippo Aureli
- Instituto de Neuroetología, Universidad Veracruzana, Xalapa, Mexico,Research Centre in Evolutionary Anthropology and Palaeoecology, Liverpool John Moores University, Liverpool, UK
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21
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Everyone matters: identification with facial wrinkles allows more accurate inference of elephant social dynamics. Mamm Biol 2022. [DOI: 10.1007/s42991-022-00257-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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22
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Bonnell TR, Henzi SP, Barrett L. Using network synchrony to identify drivers of social dynamics. Proc Biol Sci 2022; 289:20220537. [PMID: 35765841 PMCID: PMC9240667 DOI: 10.1098/rspb.2022.0537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Social animals frequently show dynamic social network patterns, the consequences of which are felt at the individual and group level. It is often difficult, however, to identify what drivers are responsible for changes in these networks. We suggest that patterns of network synchronization across multiple social groups can be used to better understand the relative contributions of extrinsic and intrinsic drivers. When groups are socially separated, but share similar physical environments, the extent to which network measures across multiple groups covary (i.e. network synchrony) can provide an estimate of the relative roles of extrinsic and intrinsic drivers. As a case example, we use allogrooming data from three adjacent vervet monkey groups to generate dynamic social networks. We found that network strength was strongly synchronized across the three groups, pointing to shared extrinsic environmental conditions as the driver. We also found low to moderate levels of synchrony in network modularity, suggesting that intrinsic social processes may be more important in driving changes in subgroup formation in this population. We conclude that patterns of network synchronization can help guide future research in identifying the proximate mechanisms behind observed social dynamics in animal groups.
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Affiliation(s)
- Tyler R. Bonnell
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada,Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, 0002, South Africa
| | - S. Peter Henzi
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada,Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, 0002, South Africa
| | - Louise Barrett
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada,Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, 0002, South Africa
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23
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Xie Y, Liao X, Liu J, Chen J. A Case Study Demonstrates That the Litter of the Rare Species Cinnamomum migao Composed of Different Tissues Can Affect the Chemical Properties and Microbial Community Diversity in Topsoil. Microorganisms 2022; 10:microorganisms10061125. [PMID: 35744643 PMCID: PMC9231042 DOI: 10.3390/microorganisms10061125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/26/2022] [Accepted: 05/27/2022] [Indexed: 11/17/2022] Open
Abstract
The decomposition of litter plays an important role in the return of forest soil nutrients, as well as the growth and productivity of plants. With this study, we aimed to determine the impact of litter mulching on different tissues of Cinnamomum migao, a rare Chinese endemic species. In particular, seeds and pericarp are easily overlooked components of C. migao litter. In this study, we tested control (uncovered litter) and litter (leaf, branch, seed, and pericarp) mulching conditions and conducted a one-year litter decomposition experiment. The enzyme activities of urease enzyme (UE) and invertase enzyme (INV) were significantly improved by litter mulching. Catalase (CAT) enzyme activities in leaf, branch, and seed litter mulching were lower than in the control, whereas CAT activity in pericarp mulching was significantly higher than in the control. Although Mortierella, Cladophialophora, Acidothermus, Sphingomonas, and Burkholderia were the dominant microbes of topsoil in different mulching treatments, there were differences in the number and connectivity of microbial communities, and this change was correlated with soil organic carbon (SOC) and CAT enzyme activity. Compared with leaves and branches, seeds and pericarp as litter are also very important for nutrient return and affect topsoil microbes in C. migao forest, which may be of significance for the growth feedback of C. migao in biennial bearing.
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Affiliation(s)
- Yuangui Xie
- College of Forestry, Guizhou University, Guiyang 550025, China; (Y.X.); (J.C.)
- Subordinate Departments of the Academy, Guizhou Academy of Sciences, Guiyang 550025, China
| | - Xiaofeng Liao
- Guizhou Institute of Mountain Resources, Guizhou Academy of Sciences, Guiyang 550025, China;
| | - Jiming Liu
- College of Forestry, Guizhou University, Guiyang 550025, China; (Y.X.); (J.C.)
- Correspondence: ; Tel.: +86-139-8501-5398
| | - Jingzhong Chen
- College of Forestry, Guizhou University, Guiyang 550025, China; (Y.X.); (J.C.)
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24
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Allan ATL, White AF, Hill RA. Intolerant baboons avoid observer proximity, creating biased inter-individual association patterns. Sci Rep 2022; 12:8077. [PMID: 35577907 PMCID: PMC9110335 DOI: 10.1038/s41598-022-12312-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 05/03/2022] [Indexed: 11/11/2022] Open
Abstract
Social network analysis is an increasingly popular tool for behavioural ecologists exploring the social organisation of animal populations. Such analyses require data on inter-individual association patterns, which in wild populations are often collected using direct observations of habituated animals. This assumes observers have no influence on animal behaviour; however, our previous work showed that individuals in a habituated group of chacma baboons (Papio ursinus griseipes) displayed consistent and individually distinct responses to observer approaches. We explored the implications of our previous findings by measuring the inter-individual association patterns of the same group of chacma baboons at different observer distances. We found a strong positive association between individual tolerance levels (towards observers) and how often an animal appeared as a neighbour to focal animals when observers were nearer, and a neutral relationship between the same variables when the observer was further away. Additionally, association matrices constructed from different observation distances were not comparable within any proximity buffer, and neither were the individual network metrics generated from these matrices. This appears to be the first empirical evidence that observer presence and behaviour can influence the association patterns of habituated animals and thus have potentially significant impacts on measured social networks.
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Affiliation(s)
- Andrew T L Allan
- Department of Anthropology, Durham University, Dawson Building, South Road, Durham, DH1 3LE, UK.
- Primate and Predator Project, Lajuma Research Centre, PO Box 522, Louis Trichardt, 0920, South Africa.
| | - Amy F White
- Primate and Predator Project, Lajuma Research Centre, PO Box 522, Louis Trichardt, 0920, South Africa
| | - Russell A Hill
- Department of Anthropology, Durham University, Dawson Building, South Road, Durham, DH1 3LE, UK
- Primate and Predator Project, Lajuma Research Centre, PO Box 522, Louis Trichardt, 0920, South Africa
- Department of Zoology, University of Venda, Private Bag X5050, Thohoyandou, 0950, South Africa
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25
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Static and dynamic methods in social network analysis reveal the association patterns of desert-dwelling giraffe. Behav Ecol Sociobiol 2022. [DOI: 10.1007/s00265-022-03167-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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26
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Bartlett E, Cameron LJ, Freeman MS. A preliminary comparison between proximity and interaction-based methods to construct equine (Equus caballus) social networks. J Vet Behav 2022. [DOI: 10.1016/j.jveb.2022.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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27
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Zhang L, Guo K, Wang L, Xu R, Lu D, Zhou Y. Effect of sludge retention time on microbial succession and assembly in thermal hydrolysis pretreated sludge digesters: Deterministic versus stochastic processes. WATER RESEARCH 2022; 209:117900. [PMID: 34902758 DOI: 10.1016/j.watres.2021.117900] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 11/06/2021] [Accepted: 11/24/2021] [Indexed: 06/14/2023]
Abstract
Thermal hydrolysis process (THP) assisted anaerobic digestion (AD) has been demonstrated to be an efficient approach to improve biogas production and solids reduction. Given the faster reaction kinetics in the THP-AD system, reduction of sludge retention time (SRT) is possible. However, a comprehensive understanding of the effects of sludge retention time (SRT) on microbial dynamics and community assemblages is still lacking in THP-AD systems. Thus, twelve THP-AD reactors were operated at different SRTs (10-30 d) to fulfill the knowledge gap. Results showed that, although all the bioreactors displayed good performance, shorter SRT reactors (SRT 10 d) took a longer time to reach the stable state. The total biogas production at SRT of 10 d was lower than that at other longer SRTs, attributing to the limited hydrolytic/fermentative capacities of AD microbiomes. Different SRTs resulted in distinct succession patterns of AD microbiomes. THP sludge reduced the microbial diversity in all the bioreactors over time, but longer SRTs maintained higher biodiversity. Null model analysis suggested that THP-AD microbial community assembly was predominately driven by deterministic selection at the tested SRT range, but stochasticity increased with elevated SRTs, likely attributing to the immigrants from the feedstock. Phylogenetic molecular ecological networks (pMENs) analysis revealed more stable network structures at longer SRTs, evidenced by the lower modularity, shorter harmonic geodesic distance, and higher connectivity. The potential keystone taxa under varied SRTs were identified, some of which were hydrolytic/fermentative bacteria (e.g., Peptostreptococcus, Lutispora, Synergistaceae), suggesting that these species related to organic hydrolysis/fermentation even with low-abundance could still play pivotal ecological roles in maintaining the THP-AD microbial community structure and functions. Collectively, this study provides comprehensive and in-depth insights into the mechanisms underlying community assembly in THP-AD reactors, which could aid in diagnosing system stability.
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Affiliation(s)
- Liang Zhang
- Advanced Environmental Biotechnology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore
| | - Kun Guo
- Ecological and Environmental Sciences, East China Normal University, Shanghai, China
| | - Li Wang
- Advanced Environmental Biotechnology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore
| | - Ronghua Xu
- School of Environmental Science and Engineering, Sun Yat-sen University, Guangzhou, China
| | - Dan Lu
- Advanced Environmental Biotechnology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore
| | - Yan Zhou
- Advanced Environmental Biotechnology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore; School of Civil and Environmental Engineering, Nanyang Technological University, Singapore 639798, Singapore.
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29
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Cheng Y, Zhou L, Liang T, Man J, Wang Y, Li Y, Chen H, Zhang T. Deciphering Rhizosphere Microbiome Assembly of Castanea henryi in Plantation and Natural Forest. Microorganisms 2021; 10:microorganisms10010042. [PMID: 35056492 PMCID: PMC8779262 DOI: 10.3390/microorganisms10010042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 12/16/2021] [Accepted: 12/17/2021] [Indexed: 11/26/2022] Open
Abstract
Based on the importance and sensitivity of microbial communities to changes in the forest ecosystem, soil microorganisms can be used to indicate the health of the forest system. The metagenome sequencing was used to analyze the changes of microbial communities between natural and plantation Castanea henryi forests for understanding the effect of forest types on soil microbial communities. Our result showed the soil microbial diversity and richness were higher in the natural forests than in the plantation. Proteobacteria, Actinobacteria, and Acidobacteria are the dominant categories in the C. henryi rhizosphere, and Proteobacteria and Actinobacteria were significantly enriched in the natural forest while Acidobacteria was significantly enriched in the plantation. Meanwhile, the functional gene diversity and the abundance of functions in the natural forest were higher than that of the plantation. Furthermore, we found that the microbial network in the natural forests had more complex than in the plantation. We also emphasized the low-abundance taxa may play an important role in the network structure. These results clearly showed that microbial communities, in response to different forest types, provide valuable information to manipulate microbiomes to improve soil conditions of plantation.
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Affiliation(s)
- Yuanyuan Cheng
- Oil Tea Research Center of Fujian Province, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (L.Z.); (T.L.); (Y.L.)
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
- International Joint Laboratory of Forest Symbiology, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Lexin Zhou
- Oil Tea Research Center of Fujian Province, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (L.Z.); (T.L.); (Y.L.)
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
| | - Tian Liang
- Oil Tea Research Center of Fujian Province, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (L.Z.); (T.L.); (Y.L.)
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
| | - Jiayin Man
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
- International Joint Laboratory of Forest Symbiology, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yinghao Wang
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
- International Joint Laboratory of Forest Symbiology, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yu Li
- Oil Tea Research Center of Fujian Province, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (L.Z.); (T.L.); (Y.L.)
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
| | - Hui Chen
- Oil Tea Research Center of Fujian Province, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (L.Z.); (T.L.); (Y.L.)
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
- Correspondence: (H.C.); (T.Z.); Tel.: +86-139-5034-3791 (H.C.); +86-180-0691-1945 (T.Z.)
| | - Taoxiang Zhang
- Oil Tea Research Center of Fujian Province, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.C.); (L.Z.); (T.L.); (Y.L.)
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (J.M.); (Y.W.)
- International Joint Laboratory of Forest Symbiology, College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Correspondence: (H.C.); (T.Z.); Tel.: +86-139-5034-3791 (H.C.); +86-180-0691-1945 (T.Z.)
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30
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Gareta García M, Farine DR, Brachotte C, Borgeaud C, Bshary R. Wild female vervet monkeys change grooming patterns and partners when freed from feeding constraints. Anim Behav 2021. [DOI: 10.1016/j.anbehav.2021.08.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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31
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Fu H, Zhang L, Fan C, Liu C, Li W, Cheng Q, Zhao X, Jia S, Zhang Y. Environment and host species identity shape gut microbiota diversity in sympatric herbivorous mammals. Microb Biotechnol 2021; 14:1300-1315. [PMID: 33369229 PMCID: PMC8313255 DOI: 10.1111/1751-7915.13687] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 10/07/2020] [Indexed: 02/01/2023] Open
Abstract
The previous studies have reported that the mammalian gut microbiota is a physiological consequence; nonetheless, the factors influencing its composition and function remain unclear. In this study, to evaluate the contributions of the host and environment to the gut microbiota, we conducted a sequencing analysis of 16S rDNA and shotgun metagenomic DNA from plateau pikas and yaks, two sympatric herbivorous mammals, and further compared the sequences in summer and winter. The results revealed that both pikas and yaks harboured considerably more distinct communities between summer and winter. We detected the over-representation of Verrucomicrobia and Proteobacteria in pikas, and Archaea and Bacteroidetes in yaks. Firmicutes and Actinobacteria, associated with energy-efficient acquisition, significantly enriched in winter. The diversity of the microbial community was determined by the interactive effects between the host and season. Metagenomic analysis revealed that methane-metabolism-related pathway of yaks was significantly enriched in summer, while some pathogenic pathways were more abundant in pikas. Both pikas and yaks had a higher capacity for lipid degradation in winter. Pika and yak shared more OTUs when food shortage occurred in winter, and this caused a convergence in gut microbial composition and function. From winter to summer, the network module number increased from one to five in pikas, which was different in yaks. Our study demonstrates that the host is a dominant factor in shaping the microbial communities and that seasonality promotes divergence or convergence based on dietary quality across host species identity.
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Affiliation(s)
- Haibo Fu
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
- University of Chinese Academy of SciencesBeijing100049China
| | - Liangzhi Zhang
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
| | - Chao Fan
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
- University of Chinese Academy of SciencesBeijing100049China
| | - Chuanfa Liu
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
- University of Chinese Academy of SciencesBeijing100049China
| | - Wenjing Li
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
| | - Qi Cheng
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
- University of Chinese Academy of SciencesBeijing100049China
| | - Xinquan Zhao
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
| | - Shangang Jia
- College of Grassland Science and TechnologyChina Agricultural UniversityBeijing100193China
| | - Yanming Zhang
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghai810008China
- Qinghai Provincial Key Laboratory of Animal Ecological GenomicsXiningQinghai ProvinceChina
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32
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Kalbitzer U, Chapman CA. Patterns of female social relationships in a primate with female-biased dispersal. Anim Behav 2021. [DOI: 10.1016/j.anbehav.2021.04.024] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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33
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Wray J, Keen E, O’Mahony ÉN. Social survival: Humpback whales (Megaptera novaeangliae) use social structure to partition ecological niches within proposed critical habitat. PLoS One 2021; 16:e0245409. [PMID: 34161375 PMCID: PMC8221492 DOI: 10.1371/journal.pone.0245409] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 05/30/2021] [Indexed: 11/25/2022] Open
Abstract
Animal culture and social bonds are relevant to wildlife conservation because they influence patterns of geography, behavior, and strategies of survival. Numerous examples of socially-driven habitat partitioning and ecological-niche specialization can be found among vertebrates, including toothed whales. But such social-ecological dynamics, described here as ‘social niche partitioning’, are not known among baleen whales, whose societies—particularly on foraging grounds—are largely perceived as unstructured and incidental to matters of habitat use and conservation. However, through 16 years of behavioral observations and photo-identifications of humpback whales (Megaptera novaeangliae) feeding within a fjord system in the Canadian Pacific (primarily within Gitga’at First Nation waters), we have documented long-term pair bonds (up to 12 years) as well as a complex societal structure, which corresponds closely to persistent patterns in feeding strategy, long-term site fidelity (extended occupancy and annual rate of return up to 75%), specific geographic preferences within the fjord system, and other forms of habitat use. Randomization tests of network congruency and clustering algorithms were used to test for overlap in patterns of social structure and habitat use, which confirmed the occurrence of social niche partitioning on the feeding grounds of this baleen whale species. In addition, we document the extensive practice of group bubble net feeding in Pacific Canada. This coordinated feeding behavior was found to strongly mediate the social structure and habitat use within this humpback whale society. Additionally, during our 2004–2019 study, we observed a shift in social network structure in 2010–2012, which corresponded with environmental and demographic shifts including a sudden decline in the population’s calving rate. Our findings indicate that the social lives of humpback whales, and perhaps baleen whales generally, are more complex than previously supposed and should be a primary consideration in the assessment of potential impacts to important habitat.
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Affiliation(s)
- Janie Wray
- North Coast Cetacean Society, Alert Bay, British Columbia, Canada
- Pacific Orca Society, Alert Bay, British Columbia, Canada
- * E-mail:
| | - Eric Keen
- North Coast Cetacean Society, Alert Bay, British Columbia, Canada
- Marine Ecology & Telemetry Research, Seabeck, Washington, United States of America
- Sewanee: The University of the South, Sewanee, Tennessee, United States of America
| | - Éadin N. O’Mahony
- North Coast Cetacean Society, Alert Bay, British Columbia, Canada
- Scottish Oceans Institute, University of St Andrews, East Sands, St Andrews, United Kingdom
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Testard C, Larson SM, Watowich MM, Kaplinsky CH, Bernau A, Faulder M, Marshall HH, Lehmann J, Ruiz-Lambides A, Higham JP, Montague MJ, Snyder-Mackler N, Platt ML, Brent LJN. Rhesus macaques build new social connections after a natural disaster. Curr Biol 2021; 31:2299-2309.e7. [PMID: 33836140 DOI: 10.1016/j.cub.2021.03.029] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 01/04/2021] [Accepted: 03/09/2021] [Indexed: 01/05/2023]
Abstract
Climate change is increasing the frequency and intensity of weather-related disasters such as hurricanes, wildfires, floods, and droughts. Understanding resilience and vulnerability to these intense stressors and their aftermath could reveal adaptations to extreme environmental change. In 2017, Puerto Rico suffered its worst natural disaster, Hurricane Maria, which left 3,000 dead and provoked a mental health crisis. Cayo Santiago island, home to a population of rhesus macaques (Macaca mulatta), was devastated by the same storm. We compared social networks of two groups of macaques before and after the hurricane and found an increase in affiliative social connections, driven largely by monkeys most socially isolated before Hurricane Maria. Further analysis revealed monkeys invested in building new relationships rather than strengthening existing ones. Social adaptations to environmental instability might predispose rhesus macaques to success in rapidly changing anthropogenic environments.
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Affiliation(s)
- Camille Testard
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA.
| | - Sam M Larson
- Department of Anthropology, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Cassandre H Kaplinsky
- Centre for Research in Evolutionary, Social and Interdisciplinary Anthropology, University of Roehampton, Roehampton, UK
| | - Antonia Bernau
- Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | - Matthew Faulder
- Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | - Harry H Marshall
- Department of Life Sciences, University of Roehampton, London, UK
| | - Julia Lehmann
- Department of Life Sciences, University of Roehampton, London, UK
| | - Angelina Ruiz-Lambides
- Carribean Primate Research Center-Cayo Santiago, University of Puerto Rico, Cayo Santiago Island, Puerto Rico
| | - James P Higham
- Department of Anthropology, New York University, New York, NY, USA
| | - Michael J Montague
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA
| | - Noah Snyder-Mackler
- School of Life Sciences, Arizona State University, Tempe, AZ, USA; Center for Evolution and Medicine, Arizona State University, Tempe, AZ, USA
| | - Michael L Platt
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA; Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA; Department of Marketing, University of Pennsylvania, Philadelphia, PA, USA
| | - Lauren J N Brent
- Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
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35
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The role of social structure and dynamics in the maintenance of endemic disease. Behav Ecol Sociobiol 2021; 75:122. [PMID: 34421183 PMCID: PMC8370858 DOI: 10.1007/s00265-021-03055-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 07/09/2021] [Accepted: 07/13/2021] [Indexed: 02/07/2023]
Abstract
Social interactions are required for the direct transmission of infectious diseases. Consequently, the social network structure of populations plays a key role in shaping infectious disease dynamics. A huge research effort has examined how specific social network structures make populations more (or less) vulnerable to damaging epidemics. However, it can be just as important to understand how social networks can contribute to endemic disease dynamics, in which pathogens are maintained at stable levels for prolonged periods of time. Hosts that can maintain endemic disease may serve as keystone hosts for multi-host pathogens within an ecological community, and also have greater potential to act as key wildlife reservoirs of agricultural and zoonotic diseases. Here, we examine combinations of social and demographic processes that can foster endemic disease in hosts. We synthesise theoretical and empirical work to demonstrate the importance of both social structure and social dynamics in maintaining endemic disease. We also highlight the importance of distinguishing between the local and global persistence of infection and reveal how different social processes drive variation in the scale at which infectious diseases appear endemic. Our synthesis provides a framework by which to understand how sociality contributes to the long-term maintenance of infectious disease in wildlife hosts and provides a set of tools to unpick the social and demographic mechanisms involved in any given host-pathogen system. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s00265-021-03055-8.
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36
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Social Structure. Anim Behav 2021. [DOI: 10.1007/978-3-030-82879-0_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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37
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Smith JE, Pinter-Wollman N. Observing the unwatchable: Integrating automated sensing, naturalistic observations and animal social network analysis in the age of big data. J Anim Ecol 2020; 90:62-75. [PMID: 33020914 DOI: 10.1111/1365-2656.13362] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 09/15/2020] [Indexed: 12/11/2022]
Abstract
In the 4.5 decades since Altmann (1974) published her seminal paper on the methods for the observational study of behaviour, automated detection and analysis of social interaction networks have fundamentally transformed the ways that ecologists study social behaviour. Methodological developments for collecting data remotely on social behaviour involve indirect inference of associations, direct recordings of interactions and machine vision. These recent technological advances are improving the scale and resolution with which we can dissect interactions among animals. They are also revealing new intricacies of animal social interactions at spatial and temporal resolutions as well as in ecological contexts that have been hidden from humans, making the unwatchable seeable. We first outline how these technological applications are permitting researchers to collect exquisitely detailed information with little observer bias. We further recognize new emerging challenges from these new reality-mining approaches. While technological advances in automating data collection and its analysis are moving at an unprecedented rate, we urge ecologists to thoughtfully combine these new tools with classic behavioural and ecological monitoring methods to place our understanding of animal social networks within fundamental biological contexts.
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Affiliation(s)
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA, USA
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38
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Saldaña Sánchez AA, Aureli F, Busia L, Schaffner CM. Who’s there? Third parties affect social interactions between spider monkey males. BEHAVIOUR 2020. [DOI: 10.1163/1568539x-bja10021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Abstract
Spider monkeys provide an intriguing opportunity to examine behavioural flexibility in relation to their social environment given their high degree of fission–fusion dynamics and the nature of male–male relationships. These characteristics allow us to examine how flexibility in social interactions is modulated by the perception of risk and uncertainty related to other group members. We investigated whether male–male interactions vary according to partner identity and presence of third parties in wild Geoffroy’s spider monkey (Ateles geoffroyi). We used proportion of approaches followed by an embrace, an indicator of risk and uncertainty, or by grooming, an affiliative behaviour. To confirm the monkeys’ perception of risk or uncertainty we used aggression rates and time spent vigilant. We collected data on eight adult spider monkey males: three of them belonged to one clique and the other five to another clique based on distinct patterns of residence. We found higher proportions of approaches followed by embraces and lower proportions of approaches followed by grooming between males of different cliques than between males of the same clique. In addition, we found higher aggression rates between males from different cliques. The proportions of approaches followed by embraces in the five-male clique were higher when the three-male clique was no longer in the group. The five males were more vigilant when the other three males were present in the group, indicating the monkeys perceived higher risk or uncertainty under these circumstances. We found lower proportions of approaches followed by grooming between two males when there was at least one other male in the subgroup than when there were only the two males. Our results provide evidence for behavioural flexibility in the interactions between spider monkey males as an example of how animals can cope with social challenges by adjusting their behaviour.
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Affiliation(s)
| | - Filippo Aureli
- aInstituto de Neuroetología, Universidad Veracruzana, Xalapa, Mexico
- bResearch Centre in Evolutionary Anthropology and Palaeoecology, Liverpool John Moores University, Liverpool, UK
| | - Laura Busia
- cSchool of Sociology and Anthropology, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Colleen M. Schaffner
- aInstituto de Neuroetología, Universidad Veracruzana, Xalapa, Mexico
- dPsychology Department, Adams State University, Alamosa, CO, USA
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39
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40
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Zhang B, Li Y, Xiang SZ, Yan Y, Yang R, Lin MP, Wang XM, Xue YL, Guan XY. Sediment Microbial Communities and Their Potential Role as Environmental Pollution Indicators in Xuande Atoll, South China Sea. Front Microbiol 2020; 11:1011. [PMID: 32523570 PMCID: PMC7261833 DOI: 10.3389/fmicb.2020.01011] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 04/24/2020] [Indexed: 11/13/2022] Open
Abstract
In this study, 39 sediment samples were collected from Qilian Island, Iltis Bank, and Yongxing Island in Xuande Atoll in the South China Sea (SCS), and the microbial community structures and distribution were analyzed. The microbial community was influenced by both natural environmental factors and human activities. The abundance of genera Vibrio and Pseudoalteromonas, which are associated with pathogenicity and pollutant degradation, were significantly higher in Qilian Island than in Yongxing Island and Iltis Bank, suggesting possible contamination of Qilian Island area through human activities. Pathogenic or typical pollutants-degrading bacteria were found to be negatively correlated with most of the commonly occurring bacterial populations in marine sediment, and these bacteria were more likely to appear in the sediment of deep water layer. This co-occurrence pattern may be due to bacterial adaptation to environmental changes such as depth and contaminations from human activities, including garbage disposal, farming, and oil spills from ships. The findings of this study could help in understanding the potential influences of human activities on the ecosystem at the microbial level.
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Affiliation(s)
- Biao Zhang
- School of Ocean Sciences, China University of Geosciences, Beijing, China
| | - Yan Li
- School of Ocean Sciences, China University of Geosciences, Beijing, China
| | - Shi-Zheng Xiang
- School of Ocean Sciences, China University of Geosciences, Beijing, China
| | - Yu Yan
- School of Ocean Sciences, China University of Geosciences, Beijing, China
| | - Rui Yang
- School of Ocean Sciences, China University of Geosciences, Beijing, China
| | - Meng-Ping Lin
- School of Ocean Sciences, China University of Geosciences, Beijing, China
| | - Xue-Mu Wang
- Marine Geological Survey Institute of Hainan Province, Haikou, China
| | - Yu-Long Xue
- Marine Geological Survey Institute of Hainan Province, Haikou, China
| | - Xiang-Yu Guan
- School of Ocean Sciences, China University of Geosciences, Beijing, China.,Hebei Marine Resource Survey Center, Qinhuangdao, China
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41
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Pereira AS, Rebelo ID, Casanova C, Lee PC, Louca V. The multidimensionality of female mandrill sociality-A dynamic multiplex network approach. PLoS One 2020; 15:e0230942. [PMID: 32282851 PMCID: PMC7153875 DOI: 10.1371/journal.pone.0230942] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 03/12/2020] [Indexed: 11/19/2022] Open
Abstract
The structure and dynamics of primate social groups are shaped by the social relationships of its members. These relationships are based on different types of interactions and vary in relation to the identity of the interactants and over time. Social network analysis tools represent a powerful and comprehensive method to characterise social interactions and recent methodological advances now allow the study of the multidimensionality of sociality via multilayer networks that incorporate multiple types of interactions. Here, we use a multidimensional network approach to investigate the multidimensionality of sociality of females in a captive group of mandrills. We constructed two multiplex networks based on agonistic, proximity and grooming interactions of 6-7 mature females to analyse the multidimensionality of relationships within two independent observation periods; and three multiplex networks (one for each interaction type) to examine how relationships changed between periods. Within each period, different individuals were the most central in each layer and at the multiplex level, and different layers (i.e., interaction types) contributed non-redundant information to the multilayer structure. Across periods, relationships based on the same interaction type also contained non-redundant information. These results indicate that female mandrills engage in multidimensional and dynamic relationships, suggesting that in order to represent the full complexity of relationships, networks need to be constructed from more than a single type of interaction and across time. Our results provide evidence for the potential value of the multilayer network approach to characterise the multidimensionality of primate sociality.
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Affiliation(s)
- André S. Pereira
- School of Biological Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Inês D. Rebelo
- School of Biological Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Catarina Casanova
- Research Centre for Anthropology and Health, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
- CAPP, Centro de Administracão e Políticas Públicas, School of Social and Political Sciences, University of Lisbon, Lisbon, Portugal
| | - Phyllis C. Lee
- Psychology Division, Faculty of Natural Sciences, University of Stirling, Stirling, United Kingdom
| | - Vasilis Louca
- School of Biological Sciences, University of Aberdeen, Aberdeen, United Kingdom
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42
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Burns DDR, Franks DW, Parr C, Robinson EJH. Ant colony nest networks adapt to resource disruption. J Anim Ecol 2020; 90:143-152. [PMID: 32141609 DOI: 10.1111/1365-2656.13198] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 01/30/2020] [Indexed: 01/03/2023]
Abstract
Animal social structure is shaped by environmental conditions, such as food availability. This is important as conditions are likely to change in the future and changes to social structure can have cascading ecological effects. Wood ants are a useful taxon for the study of the relationship between social structure and environmental conditions, as some populations form large nest networks and they are ecologically dominant in many northern hemisphere woodlands. Nest networks are formed when a colony inhabits more than one nest, known as polydomy. Polydomous colonies are composed of distinct sub-colonies that inhabit spatially distinct nests and that share resources with each other. In this study, we performed a controlled experiment on 10 polydomous wood ant (Formica lugubris) colonies to test how changing the resource environment affects the social structure of a polydomous colony. We took network maps of all colonies for 5 years before the experiment to assess how the networks changes under natural conditions. After this period, we prevented ants from accessing an important food source for a year in five colonies and left the other five colonies undisturbed. We found that preventing access to an important food source causes polydomous wood ant colony networks to fragment into smaller components and begin foraging on previously unused food sources. These changes were not associated with a reduction in the growth of populations inhabiting individual nests (sub-colonies), foundation of new nests or survival, when compared with control colonies. Colony splitting likely occurred as the availability of food in each nest changed causing sub-colonies to change their inter-nest connections. Consequently, our results demonstrate that polydomous colonies can adjust to environmental changes by altering their social network.
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Affiliation(s)
- Dominic D R Burns
- Department of Biology, University of York, York, UK.,York Cross-disciplinary Centre for Systems Analysis, University of York, York, UK
| | - Daniel W Franks
- Department of Biology, University of York, York, UK.,York Cross-disciplinary Centre for Systems Analysis, University of York, York, UK.,Department of Computer Science, University of York, York, UK
| | - Catherine Parr
- Department of Earth, Ocean and Ecological Sciences, University of Liverpool, Liverpool, UK.,Centre for African Ecology, School of Animal, Plant and Environmental Sciences, University of Witwatersrand, Johannesburg, South Africa.,Department of Zoology & Entomology, University of Pretoria, Pretoria, South Africa
| | - Elva J H Robinson
- Department of Biology, University of York, York, UK.,York Cross-disciplinary Centre for Systems Analysis, University of York, York, UK
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43
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Gerber L, Connor RC, King SL, Allen SJ, Wittwer S, Bizzozzero MR, Friedman WR, Kalberer S, Sherwin WB, Wild S, Willems EP, Krützen M. Affiliation history and age similarity predict alliance formation in adult male bottlenose dolphins. Behav Ecol 2020; 31:361-370. [PMID: 32210525 PMCID: PMC7083095 DOI: 10.1093/beheco/arz195] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 10/10/2019] [Accepted: 11/15/2019] [Indexed: 12/11/2022] Open
Abstract
Male alliances are an intriguing phenomenon in the context of reproduction since, in most taxa, males compete over an indivisible resource, female fertilization. Adult male bottlenose dolphins (Tursiops aduncus) in Shark Bay, Western Australia, form long-term, multilevel alliances to sequester estrus females. These alliances are therefore critical to male reproductive success. Yet, the long-term processes leading to the formation of such complex social bonds are still poorly understood. To identify the criteria by which male dolphins form social bonds with other males, we adopted a long-term approach by investigating the ontogeny of alliance formation. We followed the individual careers of 59 males for 14 years while they transitioned from adolescence (8-14 years of age) to adulthood (15-21 years old). Analyzing their genetic relationships and social associations in both age groups, we found that the vast majority of social bonds present in adolescence persisted through time. Male associations in early life predict alliance partners as adults. Kinship patterns explained associations during adolescence but not during adulthood. Instead, adult males associated with males of similar age. Our findings suggest that social bonds among peers, rather than kinship, play a central role in the development of adult male polyadic cooperation in dolphins.
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Affiliation(s)
- Livia Gerber
- Department of Anthropology, Evolutionary Genetics Group, University of Zurich, Zurich, Switzerland
| | | | - Stephanie L King
- School of Biological Sciences, University of Bristol, Bristol, UK
- School of Biological Sciences and Oceans Institute, University of Western Australia, Crawley, Western Australia, Australia
| | - Simon J Allen
- School of Biological Sciences, University of Bristol, Bristol, UK
- School of Biological Sciences and Oceans Institute, University of Western Australia, Crawley, Western Australia, Australia
| | - Samuel Wittwer
- Department of Anthropology, Evolutionary Genetics Group, University of Zurich, Zurich, Switzerland
| | - Manuela R Bizzozzero
- Department of Anthropology, Evolutionary Genetics Group, University of Zurich, Zurich, Switzerland
| | - Whitney R Friedman
- National Center for Ecological Analysis and Synthesis, University of California, Santa Barbara, CA, USA
- Department of Cognitive Science, University of California San Diego, San Diego, CA, USA
| | | | - William B Sherwin
- Evolution and Ecology Research Centre, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Sonja Wild
- Center for the Advanced Study of Collective Behavior, University of Konstanz, Konstanz, Germany
- Cognitive and Cultural Ecology Lab, Max Planck Institute for Animal Behavior, Radolfzell, Germany
| | - Erik P Willems
- Department of Anthropology, Evolutionary Genetics Group, University of Zurich, Zurich, Switzerland
| | - Michael Krützen
- Department of Anthropology, Evolutionary Genetics Group, University of Zurich, Zurich, Switzerland
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44
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Zhang B, Ning D, Yang Y, Van Nostrand JD, Zhou J, Wen X. Biodegradability of wastewater determines microbial assembly mechanisms in full-scale wastewater treatment plants. WATER RESEARCH 2020; 169:115276. [PMID: 31731242 DOI: 10.1016/j.watres.2019.115276] [Citation(s) in RCA: 97] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 10/25/2019] [Accepted: 11/03/2019] [Indexed: 05/13/2023]
Abstract
Wastewater treatment plants (WWTPs) are critical for maintaining sustainable development in modern societies, wherein microbial populations residing in activated sludge (AS) are responsible for the removal of pollutants from wastewater. The biodegradability [biological oxygen demand/chemical oxygen demand (B/C ratio)] of influent, as a measure of the degree of available energy and toxicity to microorganisms in AS, has been hypothesized to drive AS microbial community assembly. However, the validity of this hypothesis has not been tested in full-scale WWTPs. In this study, we assessed the pollutant removal loads, the microbial community diversity, the relative importance of deterministic and stochastic assembly processes, and bio-interactions within the communities by analyzing 195 AS samples comprising nearly 5 000 000 16S rRNA sequences. Our results indicate that the effects of B/C ratio on pollutant removal loads can be perfectly reflected through biological properties, implying that B/C ratio determined WWTPs performance through affecting microbial community. Very low and/or very high B/C ratios result in low microbial diversity, strong stochastic processes, and large, complex networks, leading to low pollutant removal load of treatment. A B/C ratio of around 0.5 was optimal for system stability and efficiency. Based on the results of this study, the authors propose using the B/C ratio as an indispensable index to assess system performance and to provide an indicator of an impending process upset before function deteriorates significantly. This study provides a specific measure that can be used to evaluate strategies for process optimization and operation of WWTPs.
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Affiliation(s)
- Bing Zhang
- Environmental Simulation and Pollution Control State Key Joint Laboratory, School of Environment, Tsinghua University, 100084, Beijing, PR China
| | - Daliang Ning
- Institute for Environmental Genomics and Department of Botany and Microbiology, University of Oklahoma, Norman, OK, USA
| | - Yunfeng Yang
- Environmental Simulation and Pollution Control State Key Joint Laboratory, School of Environment, Tsinghua University, 100084, Beijing, PR China
| | - Joy D Van Nostrand
- Institute for Environmental Genomics and Department of Botany and Microbiology, University of Oklahoma, Norman, OK, USA
| | - Jizhong Zhou
- Environmental Simulation and Pollution Control State Key Joint Laboratory, School of Environment, Tsinghua University, 100084, Beijing, PR China; Institute for Environmental Genomics and Department of Botany and Microbiology, University of Oklahoma, Norman, OK, USA
| | - Xianghua Wen
- Environmental Simulation and Pollution Control State Key Joint Laboratory, School of Environment, Tsinghua University, 100084, Beijing, PR China.
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Naef J, Taborsky M. Commodity-specific punishment for experimentally induced defection in cooperatively breeding fish. ROYAL SOCIETY OPEN SCIENCE 2020; 7:191808. [PMID: 32257335 PMCID: PMC7062066 DOI: 10.1098/rsos.191808] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 01/14/2020] [Indexed: 05/02/2023]
Abstract
Coercion is an important but underrated component in the evolution of cooperative behaviour. According to the pay-to-stay hypothesis of cooperative breeding, subordinates trade alloparental care for the concession to stay in the group. Punishment of idle subordinates is a key prediction of this hypothesis, which has received some experimental scrutiny. However, previous studies neither allowed separating between punishment and effects of disruption of social dynamics, nor did they differentiate between different helping behaviours that may reflect either mutualistic or reciprocal interaction dynamics. In the cooperative breeder Neolamprologus pulcher, we experimentally engineered the ability of subordinates to contribute to alloparental care by manipulating two different helping behaviours independently from one another in a full factorial design. We recorded the treatment effects on breeder aggression, subordinate helping efforts and submissive displays. We found two divergent regulatory mechanisms of cooperation, dependent on behavioural function. Experimental impediment of territory maintenance of subordinates triggered punishment by dominants, whereas prevented defence against egg predators released a compensatory response of subordinates without any enforcement, suggesting pre-emptive appeasement. These effects occurred independently of one another. Apparently, in the complex negotiation process among members of cooperative groups, behaviours fulfilling different functions may be regulated by divergent interaction mechanisms.
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Affiliation(s)
- Jan Naef
- Department for Behavioural Ecology, University of Bern, Wohlenstrasse 50a, Hinterkappelen CH-3032, Switzerland
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Aguilar-Melo AR, Calmé S, Pinacho-Guendulain B, Smith-Aguilar SE, Ramos-Fernández G. Ecological and social determinants of association and proximity patterns in the fission-fusion society of spider monkeys (Ateles geoffroyi). Am J Primatol 2019; 82:e23077. [PMID: 31823407 DOI: 10.1002/ajp.23077] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 11/11/2019] [Accepted: 11/24/2019] [Indexed: 02/05/2023]
Abstract
Some social species exhibit high levels of fission-fusion dynamics (FFD) that improve foraging efficiency. In this study, we shed light on the way that FFD allows animal groups to cope with fluctuations in fruit availability. We explore the relative contribution of fruit availability and social factors like sex in determining association and proximity patterns in spider monkeys. We tested the influence of fruit availability and social factors on the association and proximity patterns using three-year data from a group of spider monkeys in the Yucatan Peninsula of Mexico. We identified subgroup members and estimated their Interindividual distances through instantaneous scan sampling. We evaluated fruit availability by monitoring the phenology of the 10 most important food tree species for spider monkeys in the study site. Social network analyses allowed us to evaluate association and proximity patterns in subgroups. We showed that association patterns vary between seasons, respond to changes in fruit availability, and are influenced by the sex of individuals, likely reflecting biological and behavioral differences between sexes and the interplay between ecological and social factors. In contrast, proximity patterns were minimally affected by changes in fruit availability, suggesting that social factors are more important than food availability in determining cohesion within subgroups.
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Affiliation(s)
| | - Sophie Calmé
- Département de biologie, Université de Sherbrooke, Sherbrooke, Québec, Canada.,Departamento de conservación de la biodiversidad, El Colegio de la Frontera Sur, Chetumal, Quintana Roo, Mexico
| | - Braulio Pinacho-Guendulain
- Departamento de Ciencias Biológicas y de la Salud, Universidad Autónoma Metropolitana, Unidad Lerma, Ciudad de México, Mexico.,Dirección de Investigación Científica y Vinculación Académica, Conservación de la Biodiversidad del Usumacinta A.C., Municipio de Emiliano Zapata, Tabasco, Mexico
| | - Sandra E Smith-Aguilar
- Departamento de Recursos Naturales, Conservación Biológica y Desarrollo Social A.C., Ciudad de México, Mexico
| | - Gabriel Ramos-Fernández
- Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas, Universidad Nacional Autónoma de México, Ciudad de México, Mexico.,Unidad Interdisciplinaria en Ingeniería y Tecnologías Avanzadas, Instituto Politécnico Nacional, Ciudad de México, Mexico
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Gelardi V, Fagot J, Barrat A, Claidière N. Detecting social (in)stability in primates from their temporal co-presence network. Anim Behav 2019. [DOI: 10.1016/j.anbehav.2019.09.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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48
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Young C, Bonnell TR, Brown LR, Dostie MJ, Ganswindt A, Kienzle S, McFarland R, Henzi SP, Barrett L. Climate induced stress and mortality in vervet monkeys. ROYAL SOCIETY OPEN SCIENCE 2019; 6:191078. [PMID: 31827846 PMCID: PMC6894595 DOI: 10.1098/rsos.191078] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 10/22/2019] [Indexed: 05/07/2023]
Abstract
As the effects of global climate change become more apparent, animal species will become increasingly affected by extreme climate and its effect on the environment. There is a pressing need to understand animal physiological and behavioural responses to climatic stressors. We used the reactive scope model as a framework to investigate the influence of drought conditions on vervet monkey (Chlorocebus pygerythrus) behaviour, physiological stress and survival across 2.5 years in South Africa. Data were collected on climatic, environmental and behavioural variables and physiological stress via faecal glucocorticoid metabolites (fGCMs). There was a meaningful interaction between water availability and resource abundance: when food availability was high but standing water was unavailable, fGCM concentrations were higher compared to when food was abundant and water was available. Vervet monkeys adapted their behaviour during a drought period by spending a greater proportion of time resting at the expense of feeding, moving and social behaviour. As food availability decreased, vervet mortality increased. Peak mortality occurred when food availability was at its lowest and there was no standing water. A survival analysis revealed that higher fGCM concentrations were associated with an increased probability of mortality. Our results suggest that with continued climate change, the increasing prevalence of drought will negatively affect vervet abundance and distribution in our population. Our study contributes to knowledge of the limits and scope of behavioural and physiological plasticity among vervet monkeys in the face of rapid environmental change.
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Affiliation(s)
- Christopher Young
- Endocrine Research Laboratory, Mammal Research Institute, Faculty of Natural and Agricultural Science, University of Pretoria, Pretoria, Republic of South Africa
- Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, Republic of South Africa
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada
| | - Tyler R. Bonnell
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada
| | - Leslie R. Brown
- Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, Republic of South Africa
| | - Marcus J. Dostie
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada
- Department of Geography, University of Lethbridge, Lethbridge, Alberta, Canada
| | - Andre Ganswindt
- Endocrine Research Laboratory, Mammal Research Institute, Faculty of Natural and Agricultural Science, University of Pretoria, Pretoria, Republic of South Africa
| | - Stefan Kienzle
- Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, Republic of South Africa
- Department of Geography, University of Lethbridge, Lethbridge, Alberta, Canada
| | - Richard McFarland
- Department of Anthropology, University of Wisconsin-Madison, Madison, WI, USA
- Brain Function Research Group, School of Physiology, University of the Witwatersrand, Johannesburg-Braamfontein, Republic of South Africa
| | - S. Peter Henzi
- Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, Republic of South Africa
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada
| | - Louise Barrett
- Applied Behavioural Ecology and Ecosystems Research Unit, University of South Africa, Pretoria, Republic of South Africa
- Department of Psychology, University of Lethbridge, Lethbridge, Alberta, Canada
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49
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Prehn SG, Laesser BE, Clausen CG, Jønck K, Dabelsteen T, Brask JB. Seasonal variation and stability across years in a social network of wild giraffe. Anim Behav 2019. [DOI: 10.1016/j.anbehav.2019.08.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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50
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Zhang M, Zhao Y, Qin X, Jia W, Chai L, Huang M, Huang Y. Microplastics from mulching film is a distinct habitat for bacteria in farmland soil. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 688:470-478. [PMID: 31254812 DOI: 10.1016/j.scitotenv.2019.06.108] [Citation(s) in RCA: 278] [Impact Index Per Article: 46.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 06/02/2019] [Accepted: 06/06/2019] [Indexed: 05/07/2023]
Abstract
Microplastics, as an emerging pollutant of global importance, have been well documented in aquatic ecosystems. However, little is known about the effects of microplastics on agroecosystems, particularly for soil microbial communities. Herein, microplastics collected from cotton fields in Xinjiang, China, were analysed with a scanning electron microscope (SEM) and high-throughput sequencing to investigate the attached bacterial communities. Microplastic surfaces, especially pits and flakes, were colonized by various microorganisms, suggesting active hydrolysis of plastic debris. The bacterial communities colonizing microplastics were significantly different in structure from those in the surrounding soil, plant litter and macroplastics. In addition, statistical analysis of differentially abundant OTUs showed that microplastics serve as a "special microbial accumulator" in farmland soil, enriching some taxa that degrade polyethylene, such as Actinobacteria, Bacteroidetes and Proteobacteria. Co-occurrence network analysis revealed that the biotic interactions between microorganisms on microplastics are as complex as those in soil, and Acidobacteria, Chloroflexi, Gemmatimonadetes, and Bacteroidetes are considered keystone species in bacterial communities. Collectively, the findings imply that microplastics acted as a distinct habitat for bacteria in farmland soil, which increases our understanding of microplastic pollution.
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Affiliation(s)
- Mengjun Zhang
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Science and Engineering, Peking University, Beijing 100871, China
| | - Yanran Zhao
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Science and Engineering, Peking University, Beijing 100871, China
| | - Xiao Qin
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Science and Engineering, Peking University, Beijing 100871, China
| | - Weiqian Jia
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Science and Engineering, Peking University, Beijing 100871, China
| | - Liwei Chai
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Science and Engineering, Peking University, Beijing 100871, China
| | - Muke Huang
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Science and Engineering, Peking University, Beijing 100871, China
| | - Yi Huang
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Science and Engineering, Peking University, Beijing 100871, China.
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